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IJESRT INTERNATIONAL JOURNAL OF ENGINEERING SCIENCES & RESEARCH
TECHNOLOGY
PRINCIPLES OF ENVIRONMENTAL REMEDIATION IN OPEN AND CLOSED
SYSTEMS: A CASE STUDY OF THE LAKE DIANCHI DRAINAGE BASIN Lee Fergusson*, Philip J. Bangerter
* Principal Consultant, Prana World Consulting, PO Box 1620, Oxenford, Queensland 4210, Australia.
Industry Fellow, Centre for Social Responsibility in Mining, The University of Queensland, Queensland
4072, Australia.
ABSTRACT The predominant links between systems science and environmental science are usually made by disciplines such as
oceanography, climatology and ecology, but the relationship between systems science and environmental remediation,
including contaminated soil and site remediation and solid and wastewater treatment, has not been fully examined.
This paper therefore considers the principles of environmental remediation and waste treatment in the context of open
and closed systems theory. The characteristics of these systems, to a large degree, dictate the types and parameters of
possible interventions, particularly when operating at larger time and distance scales.
Three systems are discussed: closed systems, semi-open systems and fully open systems, providing an overview of
system characteristics and behavior, along with examples of interventions commonly found in environmental
remediation practice. The need for an integrated, interdisciplinary approach to environmental science, technology and
engineering when effecting successful open system remediation is also highlighted.
A more detailed case study of these systems in the context of Lake Dianchi and its catchment system in Kunming is
provided. Located in southern China, the Lake Dianchi drainage basin provides a valuable lesson in socially
responsible, long-term environmental remediation, not only because it has been the focus of extensive local and
international research and environmental remediation efforts since the 1990s, but because it provides credible evidence
of the various types of systems described in this paper.
KEYWORDS: environmental remediation, open systems, closed systems, Lake Dianchi, drainage basin.
INTRODUCTION In standard environmental theory, our earth is a closed system composed of a series of naturally open systems (White,
et al., 1999). According to this model, the earth is a closed environmental system because it has a clearly delineated
boundary (the upper atmosphere) and radiated energy (in this case, heat and light) is both an input to and output from
the system; our so-called “biosphere” is described as “closed” despite its ability to exchange energy with its
surroundings. Within this closed system there exist a variety of open systems (such as the atmospheric system, the
lithospheric system, and the ecosystem), which have non-circumscribed boundaries and enjoy a constant flow of both
energy and matter as inputs, throughputs and outputs, along with continual energy and matter exchanges with their
surroundings. The transfer of energy and matter and the cascading of energy from subsystem to subsystem are
fundamental concepts in these environmental systems.
While the definition of closed and open systems may vary somewhat between theorists and models, in each case the
concept of a “system boundary” is indispensable; in closed systems the boundary is clearly defined and (mostly)
impermeable except for well-regulated inputs and outputs, whereas in open systems the boundaries are obscure, vague
and confusing, and inputs, throughputs and outputs may be exchanged with the surroundings in ways which are often
unregulated and uncontrollable. As a consequence, all “environmental” systems (except the earth) are considered open
systems and most (although not all) “industrial” or manmade systems are considered closed systems. [In this paper,
the terms “closed system” and “open system” are not applied to environmental science in general but to the practices
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of environmental remediation, such as contaminated brownfield site remediation, and in-situ and ex-situ industrial and
municipal waste treatment, and all forms of technological intervention have been conflated to “environmental
remediation”.]
When considering the range of possible systems encountered when remediating the environment, three basic types
can be identified: 1) simple, closed systems; 2) more complex, semi-open systems; and 3) highly complex, fully open
systems. Each system type lends itself to different interventions or a combination of interventions. [A fourth type of
system, namely an “isolated system” in which there are no interactions across system boundaries, can also be
distinguished in environmental science; however, this type is only encountered in the laboratory and is therefore not
a subject of this paper. Similarly, specialist topics such as equilibrium and disequilibrium, equifinality, the Second
Law of Thermodynamics and entropy, energy banks and sinks, and system variables and process cycles will be left
for future discussion.]
In the context of environmental science, a closed system has a well-defined boundary, well-documented and well-
understood inputs, clearly defined internal components and processes (in the language of industry, these are called
“unit processes”), and (mostly) controlled outputs; in this sense, a closed system is described as “simple” because it
generally does not share uncontrolled energy and matter with its surroundings (i.e., its “embedded environment”)
beyond essential inputs and outputs.
Semi-open systems also have well-defined boundaries, although these become more porous and harder to control as
the system becomes environmentally and operationally more complex. Similarly, semi-open systems have a wider
range of possible inputs; while some of these remain outside the control of operators most of them are understood and
controllable or, at the very least, identifiable and documented. Semi-open systems also include well-documented
internal processes and functions, but outputs are often less understood; being more unpredictable, they are also harder
to control. In this sense, semi-open systems share many of the same traits as a closed system (and may even include a
closed system, such as a waste treatment facility, within its sphere of authority), but also share some of the
characteristics of a fully open system. For example, semi-open systems typically transfer controlled and some
uncontrolled energy and matter to their surroundings.
The more complex, fully open system has an almost innumerable number and range of possible inputs; these are often
almost beyond the range of human comprehension, and control of inputs is sometimes at the limit of, or even beyond,
human understanding and ability. Moreover, the management of (and intervention in) such systems, particularly when
they are contaminated with toxic substances or are unstable (i.e., in a state of “disequilibrium”), is extremely complex
and requires specialist technical expertise and knowledge. The fact that open systems may also contain multiple sets
of closed and semi-open systems, as well as other innumerable subsystems, within their boundaries makes for an even
more complex arrangement of elements, internal processes and throughputs. Moreover, the boundaries of a fully open
system may be uncircumscribed, porous and largely unidentifiable; the range and number of possible outputs from the
system are (almost) countless, and may include long-term environmental and ecological impacts, many of which may
be unknown or undetectable for decades into the future. As a consequence of this complexity, when considering
intervening in these types of systems for the purposes of correcting environmental imbalance or treating contamination
a “whole-of-system” interdisciplinary approach is required.
Each of these three systems can interact in straightforward as well as in heterogeneous ways; the output of one system
can be the input to another system, and the subsystem of one system can be the input or output to another subsystem.
Consider, for example, a typical dairy farm. The elements of a dairy farm include farmland (although some farms
house cows year-round in sheds, which generate bedding manure, an output), feed, fresh water, cows, a milking shed
(composed of tanks, shells and rubber liners, and water, an input), and so on. If we concentrate on the milking shed, a
closed system, we can identify inputs (cows), controlled processes (rotary or herringbone milking machines arranged
in parlours powered by an energy input using a pulsation chamber of atmospheric air, another input), and an output
(milk, which can be an input to other industrial systems, such as cheese and skimmed milk production).
However, another output of a milking shed is solid and liquid waste. This waste, like all waste, can be viewed as an
environmental problem to be overcome or as a resource opportunity to be utilized for further benefit, because dairy
waste is rich in nitrogen (N). As such, this type of waste is useful as a fertilizer, either on the dairy farm itself or
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elsewhere, thus becoming an input to the nutrient supply and cycle of farms or agricultural land. Moreover, due to the
presence of naturally occurring cellulose-decomposing bacteria and active digestive enzymes in dairy waste, milking
shed waste may also be a valuable input into ex-situ composting facilities or combined with bedding manure for in-
situ decomposition and reuse. Thus, the output of one system may be the input to another system. Such is the situation
at Lake Dianchi.
The Lake Dianchi drainage basin consists of a 2,920 km2 catchment area in Kunming municipality, Yunnan Province
(known as the “kingdom of non-ferrous metals”) in southern China. At the center of the basin sits Lake Dianchi (the
eighth largest lake in China), a 300 km2 freshwater lake containing 1.6 billion m3 of water with an average depth of
4.4 m; at 1,990 m above sea level, the name Dianchi means “a sparkling pearl embedded in a highland” (Fitzpatrick,
2010; Wu, et al., 2012). The Lake Dianchi drainage basin forms part of a larger catchment and drainage system
associated with the Jinsha River, an upstream feed to the Yangtse River, the longest river in Asia and the third-longest
river in the world, which flows for 6,300 km from the glaciers of Qinghai eastward through China into the East China
Sea at the city of Shanghai. Within the Lake Dianchi drainage basin are a number of significant manmade and natural
environmental systems, each of which contributes to the quality of water, sediment, soil and air in the catchment area.
These include: 20 separate rivers systems, which flow into Lake Dianchi, and the Haikou River, the only natural river
to flow out of the lake; an expanding urban population, which has grown from 1.5 million in 1980 to about 5.0 million
today (Kunming City, with a population of almost 4.0 million, sits at the heart of the municipality); industries, many
which are located in 30 industrial parks, including chemical and petrochemical production, phosphate mining and
fertilizer manufacture, copper and other types of non-ferrous mining, like salt (Xiao, et al., 2007), magnesium, titanium
and silica; and widespread agriculture and farming, including tobacco, rice and wheat (Ning, et al., 2013). For
example, 14 different mineral ore reserves have been identified in the drainage basin, the largest of which is phosphate
(PO4); there is a proven reserve of 1,477 million tonnes of PO4 with a total of 698 million tonnes having already been
prospected. In parallel to these environmental inputs, there is also a fast-growing solar energy sector, a burgeoning
organic food production fraternity (Dyer, 2012), and a more established flower-growing industry in Kunming.
However, in the last several decades these conditions have led to an unsustainable burden placed on the volume and
quality of water entering and contained within Lake Dianchi (Liu, et al., 2015). According to Jin et al (2006, p. 159),
the “drainage basin over the last few decades, combined with changes in land use, especially the lakeshore areas, has
placed severe pressure on the lake. For example, the lake’s once great biodiversity has been severely damaged. High
levels of organic and nutrient loads to the lake have resulted in hypereutrophic conditions”; Jin (2003) has described
the lake’s hypereutrophic condition in detail. Moreover, where once the lake was dominated by macrophytes such as
Ottelia acuminata (a member of the aquatic flowering plant family Hydrocharitaceae or tape grass), Potamogeton
maackianus (an aquatic herb or pondweed) and Myriophyllum verticillatim (non-invasive whorled water milfoil)
which covered 90% of the surface area of the lake, these have disappeared and been replaced by the invasive water
hyacinth (Eichhornia crassipes, a native of the Amazon basin, introduced in the 1970s to phytoremediate phosphorus,
nitrogen and heavy metals) and a phytoplankton microphyte biomass, dominated by blue-green algae, such as
Microcystis aueruginosa and Aphanizmenon flos-aquae, both freshwater species of cyanobacteria (Jin, et al., 2006).
Similarly, the zooplankton biomass has increased dramatically with zooplankton per litre increasing from 1,800
individuals/L in the 1950s to 23,000 individuals/L by the 1990s; these include rotifer (so-called “wheel animals”),
cladocera (water fleas) and copepod (fish parasites). However, during the same period the number of separate species
has fallen by about 40% (Jin, et al., 2006). Furthermore, as a result of the disappearing macrophyte food source, 17 of
the 24 indigenous fish present in the lake before the 1950s are now entirely extinct, and introduced exotic fish, such
as the blue carp (Mylopharyngodon piceus), grass carp (Ctenopharyngodon idellus) and silver carp
(Hypophthalmichithys molitrix), have become dominant. These environmental changes mirror urban, agricultural and
industrial land use developments: in 1988, 19.6% of the drainage basin was unused land, however only 5.2% remained
unused by 1999; and only 0.6% of the basin was used for garden plots in 1988, but 5.3% was used for this purpose in
1999 (Jin, et al., 2006; Wu & Feng, 2012).
This paper introduces the three types of systems cited above, discusses each in the context of principles of
environmental remediation, and refers to the Lake Dianchi drainage basin as a case study in understanding how these
systems present themselves in natural and manmade environments.
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CLOSED SYSTEMS Features of the system
Systems theory provides an analytical framework for understanding the high-level organizing principles of elements
and processes in manmade and natural systems, and shows the interdependence of elements within the system and the
system’s relationship to its surroundings; systems theory does not attempt to describe specific internal tasks or process
engineering, but concerns itself with higher order integrating processes and interactions, and provides a holistic
conceptualization of the working system. For closed systems, as shown in Figure 1 a), this framework is simple
because manmade industrial systems do not “recognize” they are embedded in a wider environment. [In this and other
diagrams, solid lines represent controlled inputs, throughputs and outputs, while dotted lines represent uncontrolled
or “disorderly” inputs, throughputs and outputs; the term “throughput” in this context is used to mean all energy and
information transfer within the system, not merely the rate of production or successful delivery of information, as in
computer science.] In closed systems there is a demarcated system boundary (such as a building, physical plant or
prescribed zone, such as a bunded area), a set number of identifiable inputs, throughputs and outputs, and the system
(generally) does not interact with its surroundings; in short, the system is self-contained. Such systems have clearly
detectable inputs, and these can be controlled, monitored, sampled, measured and adjusted in order to maintain a stable
state; often, in-line monitoring and computerized feedback loops allow the system to self-correct, although these
adaptive mechanisms are anthropogenic in origin and not natural.
Figure 1: Generic overview of a simple, closed system a) and example of a closed-system industrial WWTP b), showing basic
inputs, internal processes and functions, and outputs.
Similarly, there is a clearly identifiable set of internal processes with which operators can manage the system, allowing
for relative ease in maintenance, risk management and incident response, health and safety assessments, and other
standard procedures of operation and reporting. As a consequence, disallowing for unforeseen accidents and spills,
and fugitive emissions and odors, outputs from the system are controllable and governed, usually by a regulatory body
such as an environmental protection authority which oversees compliance. Such outputs must therefore conform to
discharge (output) consents, thus necessitating tight controlling functionality within the system. Closed systems, while
they can be expensive to capitalize, are generally less costly to manage than the semi-open or open systems discussed
below.
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Figure 2: Photographic examples of closed systems: biodigestors at a sewerage treatment plant in Reading, United Kingdom
(left); industrial wastewater bio-chemical treatment plant in Brisbane, Australia (right).
The following industrial examples qualify as closed systems: petrochemical plants, fertilizer plants, nuclear power
plants, component manufacturers, alumina refineries, and aluminium smelters; in contrast to our biosphere, these
systems form the “technosphere” and contribute to the world’s so-called “industrial ecology”. While clearly not all
closed systems are “simple” (due to their complex design and sophisticated processes and throughputs) nor entirely
“closed”, their boundaries are prescribed, and their inputs and outputs are controlled, monitored and reported.
Figure 3: Photographic examples of closed systems: drum storage of contaminated industrial solid waste awaiting batch
treatment in Tasmania, Australia (left); treating a batch of contaminated industrial soil within a bunded handling area in
Melbourne, Australia, (right).
A variety of closed subsystems related to environmental remediation may be embedded within these types of systems,
including industrial wastewater treatment plants (WWTPs). Figure 1 b) introduces the basic inputs, internal processes,
outputs and system boundary for a typical WWTP (Figure 2, right). Primary inputs are wastewater, energy and
chemicals; basic processes are primary clarification, biological digestion, secondary clarification and dewatering;
outputs are treated effluent (which is generally discharged to the sewer from the secondary clarifier and subsequently
treated by a downstream sewerage treatment plant [STP], another closed system) and treated filter cakes or other
dewatered solids (which are transported off-site to landfill, yet another system); an unwanted output may be
objectionable odour (which mixes with and disperses to atmospheric oxygen). The system’s boundary is clearly
demarcated, and outputs are controlled and monitored; such systems are often designed and operated to meet specific
discharge criteria.
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Another common example of environmental intervention, which is itself a closed system, is the municipal STP; these
types of intervention may use simple trickling filtration or activated sludge methods, or may employ the more
sophisticated biological nutrient removal (BNR) method (Figure 2, left). Other closed-system examples of
environmental remediation include batch treatments of contaminated industrial solids (Figure 3, left), batch chemical
treatments, batch treatments of biosolids, and batch treatments of contaminated industrial soil (so called “technosols”,
Figure 3, right), which use in-situ interventions, such as in-situ chemical oxidation (ISCO) or ex-situ immobilization,
bioremediation, natural attenuation or bio-stimulation processes.
Example of Lake Dianchi Drainage Basin
In the Lake Dianchi drainage basin there are 777 industrial enterprises with pollutant discharge licenses, many of them
phosphate and fertilizer manufacturers (presumably, these enterprises have some type of waste treatment capability or
intervention embedded within the system, because Jin et al. [2006] report that all industrial polluters in the basin
“basically comply” with discharge standards), eight secondary STPs built between 1988 and 2001 with a treatment
capacity of nearly 600,000 m3/day (the dry season treated sewage percentage increased from 60% in 2000 to 80% in
2004), and an interception canal at the north bank of the lake designed to intercept 300,000 m3/day of polluted river
water before it enters the lake from urban areas. The No. 1 Kunming STP is a standout in this context, treating 150,000
m3 of sewage per day and generating 45,000 m3 of clean water per day at a standard exceeding the national benchmark.
However, Medilanski et al. (2006) have questioned the wisdom of applying the centralized urban wastewater treatment
model to the Lake Dianchi drainage basin in order to reduce nutrient loads entering the lake; they note while STPs
may have an installed capacity of 600,000 m3/day of phosphorus- (P) and nitrogen- (N) rich urban wastewater, only
about 25% of the wastewater actually reaches the STPs, and non-point source agricultural and industrial runoff may
be the source of much higher concentrations of P and N entering the lake (Gao, et al. [2015] also make this point).
Thus, Medilanski et al. raise an important point about the relationship between a system (assuming in the context of
this paper such systems have a contamination problem) and the environmental remediation methods used to correct
it: if the system is “closed” the polluting effects of the system are largely controllable; however if the system is “open”,
as we will discover is the case with Lake Dianchi, then using simple, closed-system methods to address open-system
complexity may be inappropriate or inadequate, or both. While this argument does not negate the need for closed-
system environmental approaches, it begins to widen the discussion to consider higher order factors and the need for
interdisciplinary approaches to tackle the intractable consequences of pollution within the system.
Nevertheless, Jin et al. (2006) cite a number of continuing centralized projects which can be identified as closed
systems within the basin, including commissioning the western suburban sewer system in Kunming City, an upgrade
and extension to the No. 1 Kunming STP and sewers to 120,000 m3/day of clean water, finalizing the eastern (50,000
m3/day) and northern (75,000 m3/day) STPs and sewers, and completing the so-called Chenggong (15,000 m3/day)
and Jinning (15,000 m3/day) “small village” STPs and sewers. Harder to find are data on the status, performance
standard and output of industrial WWTPs, farms and agricultural runoff and mine site runoff within the drainage basin,
leaving the possibly open that Medilanski’s assertions may be right.
SEMI-OPEN SYSTEMS Features of the system As discussed above, semi-open environmental systems share traits with both closed and open systems. However, the
distinction between semi- and fully open systems is not an academic one: semi-open systems are much harder and
more costly to manage than most closed systems because their boundaries are more porous and interactions with their
surroundings are more numerous, complex and harder to control via effective environmental remediation. For
example, consider Figure 4 a). Of note in this generic model are identifiable and controllable inputs along with the
introduction of unidentifiable and uncontrollable inputs. These may be “natural” in origin or the product of
anthropogenic activities near the system, and may include large volumes and diverse types of inputs; in both cases,
impacts on the system may be hard to control, manage and financially project. More porous system boundaries may
also result in greater interaction between system and surroundings, and these too may be hard to control, posing new
risks to the integrity of the system, including the introduction of foreign contaminants, unintended health and safety
risks, and uncertainty. Assessment of risks also becomes more challenging due to the presence of innumerable and
uncontrollable interactions between system and surroundings.
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Figure 4: Generic overview of a semi-open system a), and example of a semi-open operating mine site b) showing inputs,
internal processes and functions, and outputs.
Given the porous nature of semi-open system boundaries, closed-system waste treatment processes and other internal
functions may be compromised or complicated, making not only management, but monitoring and reporting, more
problematic. Such circumstances may result in uncontrolled and unscheduled discharges to the environment. However,
as in closed systems, internal functions like sampling are still relatively easy, and the boundaries and internal processes
of the system are prescribed; meeting regulatory limits and operating parameters, while more challenging, are still
manageable. As a consequence, reporting requirements are generally more stringent than with closed systems, and
standards of reporting become the domain of environmental scientists rather than industrial technologists.
Examples of semi-open environmental systems include, operating mine sites, which contain open cut pits, tailings
dams and waste rock dumps (Figure 5, right), contaminated industrial sites (referred to as “brownfield” sites, often
located in urban or residential neighborhoods, Figure 6, right), urban drainage canals and channels which may carry
human and industrial effluent in addition to stormwater (Figure 5, left), composting facilities (Figure 6, left), farms,
landfills and other refuse dumps.
An operating mine site is an embodiment of a semi-open system because it has closed system attributes, such as
controlled, operational inputs, a demarcated processing plant and a clearly specified lease boundary, but also behaves
like an open system because of the many energy and material transfers which may occur with its natural surroundings.
Figure 4 b) presents an example of a semi-open operating mine system. Inputs have been expanded to include
uncontrollable environmental factors, such as rain events, wind, climatic changes, and bacteria (such as Thiobacillus
ferrooxidans and Thiobacillus thiooxidans, which are common on mine sites, or in the case of the Lake Dianchi
drainage basin Sulfobacillus Thermosulfidooxidans); the latter are hidden but active participants in chemical processes
and waste degradation at mine sites.
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Figure 5: Photographic examples of semi-open systems: open stormwater and municipal waste canal in Orihuela, Spain
(left); open cut mine pit and pit water at an operating metalliferous mine site in Tasmania, Australia (right).
Subsystems within the semi-open mine system are waste rock dumps, which foster their own micro-ecologies, and
tailings dams, which encourage unique chemical reactions, often in anoxic or anoxic-reducing conditions; other semi-
closed subsystems within the larger operating mine system include open cut pits (which fill with rainwater containing
bacteria), dams, lakes, ponds and drainage galleries, all of which have narrowly prescribed boundaries (these can be
as simple as bunds or other means of containment, like gallery walls and reactive barriers) but interact with their
natural and anthropogenic surroundings by sharing energy and matter. Outputs from the system are a combination of
controlled and uncontrolled processes, including the primary commercial output of a mine site: processed ore.
Environmental remediation of semi-open systems becomes more expensive, takes longer and is generally more
complicated that remediation associated with closed systems. For example, it is far more costly and complicated to
treat a waste rock dump than a batch of contaminated industrial soil. Mine site interventions include permeable reactive
barriers (PRBs), stormwater and leachate interception drains and reactive drainage galleries, direct addition of
chemical reagents to neutralize acidity and bind heavy metals, permeable and semi-permeable capping and
revegetation, odour monitors and controls, and dust suppression, among other approaches.
Figure 6: Photographic examples of semi-open systems: composting facility at a dairy farm in Saudi Arabia (left); disused
and contaminated industrial site in Melbourne, Australia (right).
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Example of Lake Dianchi Drainage Basin
There is a significant number of semi-open systems within the Lake Dianchi drainage basin, and steps have been taken
to regulate their discharge to the local environment and to the lake system. Perhaps the most obvious semi-open
systems in the drainage basin are its PO4 mines (along with their commensurate closed-system fertilizer plants),
although urban canals, agricultural ditches (Xu, et al., 2006), farms, landfills (such as the Wuhua municipal sanitary
landfill to the north of Kunming City, one of two with a gas-to-energy capacity in Kunming), and the Xiyuan tunnel
(an artificial outlet of the lake) also qualify. Planned interception channels, such as the Cailian River diversion, the
interceptor along the upper stream of the Panlong River, and the interceptor along the western bank of Lake Dianchi
(Jin, et al., 2006), have been proposed and may also qualify for further study within the framework of this semi-open
model.
As noted above, among non-ferrous metals in Kunming, the primary one mined and processed is PO4, the beneficiation
of which is explained by Li (2012). Some of the phosphate-derived chemicals manufactured in the Lake Dianchi
drainage basin include sodium aluminium hydrogen phosphate (Na3Al2H15[PO4]8), phosphorus pentasulfide (PS5),
calcium dihydrogenphoshate (CaH4O8P2) and calcium phosphate (Ca3O8P2), although the scope of undoubtedly
important impacts to the lake from these chemicals is unclear. However, Yang et al. (2014) have documented the
general aftereffects of PO4 mining in Kunming, explaining the causes of ecological damage in the drainage basin are
primarily due to the destruction of native vegetation as a consequence of removing overburden and the extensive land
required for dumped spoil, and Jin et al. (2006) have highlighted the need for tighter restrictions on PO4 mining. These,
along with other sources of P and N in the drainage basin, including fertiliser plants (Gao, et al., 2015a, 2015b), are
the primary causes of hypereutrophication and the historically declining water quality in Lake Dianchi (Wang, et al.,
2014), but their partial or complete remediation to date have yet to be fully documented.
OPEN SYSTEMS Features of the system
Use of the term “open system” is often applied to complex atmospheric systems, specifically in relation to the flow of
air (White, et al., 1999); examples of these systems can be found in contemporary computational models which map
greenhouse gas emissions and global climate change. The causes of open system complexity are numerous and system
behavior can be subtle, but generally include the following. In an open system, the parts of the system are interrelated
and the overall “health” of the system is contingent on balanced subsystem functioning. As cited above, open systems
are complex because they import and export energy and matter to and from their surroundings across system
boundaries, and materials pass easily from and to the system due its permeable and ill-defined boundaries. Some open
systems even have the capacity to regulate boundary permeability and thereby control the flow of “goods and services”
to and from system and subsystem.
Figure 7: Photographic examples of open systems: abandoned lead mine, smelter and “tailings beach” in Baia de Portmán,
Spain (left); abandoned quarry pit lake, Queensland, Australia (right).
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Furthermore, complex open systems consist of many interrelated subsystems which convert inputs into outputs
through internal processing. These can be described as: “production” subsystems, which carry out transformation and
production; “supportive” subsystems, which ensure inputs are available to production; “maintenance” subsystems,
which uphold homeostasis or balance in the system; “adaptive” subsystems, which monitor the surroundings and
generate appropriate responses to them; and “managerial” subsystems, which coordinate, adjust, control and direct
subsystem behavior. As such, open systems, particularly open environmental systems, are sometimes referred to as
“super-systems”.
Examples of open systems encountered when remediating the environment include unimpeded stretches of
contaminated land, lakes, rivers and creeks, abandoned processing plants (Figure 7, left), abandoned quarry sites
(Figure 7, right), disused mine sites (Figure 8, left and right), tailings “beaches” consisting of accumulated solid mine
waste, and mine waste dump sites; in the context of this paper, open systems also include drainage basins or catchment
areas, and often refer to interactions of unintended polluting effects and environmental counteractions between
systems.
[In contrast to the semi-open operating mine system, which is monitored and managed as part of a mining operations
plan (MOP), abandoned and derelict mines are classified as “open” because they have been left to the elements and,
over time, merge with larger and more dynamic surrounding environmental systems; moreover, natural attenuating
forces on contaminants can take decades, or even thousands of years in the case of tailings at abandoned uranium
mines, to materialize.]
Figure 8: Photographic examples of open systems: contaminated river system at an abandoned iron ore mine in Tasmania,
Australia (left); a series of derelict lead mines dating from the first century AD to 1990s in Muricia, Spain (right).
For this reason, open systems in environmental remediation should always be conceived in the context of their
interdisciplinarity, in their “whole-of-system” context, and often require advanced systems engineering when
sustainable outcomes are sought. In addition to process engineering and design, interventions may require the expertise
of ecologists, geologists, environmental chemists, geo-environmental scientists, soil scientists, hydrologists, and
agronomist engineers, among others. Such an integrated systems’ framework, which includes cross-platform and
cross-infrastructure thinking, in the context of social-ecological-infrastructural systems and the management of
sustainable cities has been well explained by Ramaswami et al. (2012); they maintain that such an approach mitigates
environmental pollution and risks to human health, and the approach has been advanced to avoid the “silo effect”
when approaching complex environmental remediation.
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Figure 9: Overview of a fully open environmental lake system showing inputs, throughputs and outputs.
Figure 9 presents the open-system model in relation to a lake and drainage system. Of note is the introduction of
controllable, as well as many more uncontrollable, inputs. These include environmental factors such as stormwater
and wind, geological factors such as lithology and hydrology, biological factors such as flora and fauna and the role
of local ecologies in shaping the behavior of the system, and physical factors such as river and stream dynamics, many
of which transport contaminated sediments and silts, along with controllable factors like anthropogenic pollutants
from industrial and municipal waste. In parallel to these are controllable inputs like regulatory restrictions (such as
guidelines and standards), as well as uncontrollable inputs like community expectations and the collective will of local
inhabitants, which may or may not result in desired or predictable outcomes, such as a social license to operate. Of
note also are the multiple unprescribed, spontaneous interactions which occur between system and subsystem and
between system and surroundings; in the case of Lake Dianchi, surroundings include not only forests but also
agricultural and industrial systems, some of which may have long-term polluting consequences for the health of the
lake and its environment.
Challenges associated with modeling open systems have been discussed in the context of equifinality and the
generalized likelihood uncertainty estimation (GLUE) methodology (Bevan & Freer, 2001); hardships associated with
modeling indeterminate open systems, while difficult, can result in a better understanding of a number of issues, such
as climate change impacts on and from the system, the fate and transport of contaminants within and through the
system, and ultimately the possible future condition of the system when adjusting variables such as the role of local
ecosystems and changes to inputs like rivers, urban waste and anthropogenic pollution. However, as will be seen in
the Lake Dianchi example, these come at a cost, a cost which can be non-trivial in the context of open system
environmental remediation.
Example of Lake Dianchi Drainage Basin
Rather than model the Lake Dianchi drainage basin using the simple input, throughput and output model, Figure 10
shows the interactions between causes and effects of environmental degradation in the lake (the primary source of
fresh water for Kunming City) and the wider basin, with a focus on population and industrial growth (input) and
decreased biodiversity (consequence). For example, the diagram shows that with increased population (a) and
industrial activity (b), and thus greater urbanization (c), pressure is placed on supplies of land, water and food (d)
while at the same time polluting water and increasing siltation in the lake (e). Increased pressure on the land and water
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means greater soil erosion due to more mining, agriculture and deforestation (g) along with the use of more
agrichemicals (i), such as superphosphate (containing P) and urea (containing N), both of which are contributors to
declining water quality in the lake (e).
At the same time, the value of land increases, resulting in greater pressure to reclaim land (f); however, foreshore
reclamation initiatives result in greater flood hazards (h) and the destruction of littoral zones around the lake (j) leading
to the aforementioned decline in endemic macrophyte communities (k). As discussed above, this has led to both the
rise of exotic fish species in the lake (l) and the significant loss of endemic fish species (m). Both the increase in water
pollution, specifically the rise of a microphyte algal biomass (examples of which can be seen in Figure 11), and the
loss of indigenous fish have led to a pronounced decrease in biodiversity (n) in the Lake Dianchi drainage basin. As a
consequence, the effective, socially responsible and sustainable remediation of the Lake Dianchi drainage basin has
become a topic of national importance and a focus for environmental science (Liu, et al., 2015).
Figure 10: Causes and effects of degradation in Lake Dianchi and its drainage basin (Source: Jin, Wang and He, 2006, p.
175).
For this reason, a number of remediation efforts have been implemented (Li, et al., 2012). For example, He and An
(2001) and Lui et al. (2015) suggest the history of pollution control and ecological restoration in the Lake Dianchi
drainage basin can be divided into three phases: the preliminary examination phase from the late 1980s to 2000 during
which laws, regulations, policies, plans and systems of environmental protection were developed and implemented;
the so-called “difficulty tackling stage” from 2001-2010 during which pollution controls, such as the installation of
new STPs and WWTPs, increased considerably and the deteriorating trend of water quality was reversed (this phase
was accompanied by a surge in published research on the lake and basin); and the “preliminary achievement stage”
since 2011, during which the primary task of environmental scientists and systems engineers was to explore new ways
of combining pollution control and protection along with development of the Lake Dianchi drainage basin.
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Details of these phases can be summed up by the so-called “2258” project in 1997, which was impelled by declining
water quality in the lake and resulted in the expenditure of an initial $28 million to channel 50 m3 of unpolluted water
from the Songhuaba Reservoir to supply clean drinking water to 800,000 people living in suburban Kunming City;
this initiative resulted in a 50% decreased drinking water demand being place on the lake. Then in the late 1990s, the
World Bank co-financed the seven-year Yunnan Environment Project (YEP) at a cost of about $242 million. The YEP
framework focused on “providing a sustainable environmental framework for the longer-term economic and social
development of the Province, while providing a foundation for competitive industrial growth” (Jin et al., 2006, p.
170). Thus, the project placed emphasis on improving catchment management by controlling both point and non-point
sources of pollution, including the design, installation and commissioning of drinking water and wastewater
infrastructure and the provision for solid waste management. This project was conducted in parallel with the so-called
“Zero O’clock Action” of 1999, which identified that industrial pollution must be stopped immediately (Zhang, et al.,
2014).
In parallel to YEP, the central government developed its own framework to begin remediating the drainage basin,
investing nearly $1.0 billion in 26 projects between 2001 and 2005, with an emphasis on “pollution control [with an
aim of reducing the total pollution load to the lake by 20%], ecological restoration, optimization of resources
allocation, supervisory management and scientific demonstration” (Jin et al., 2006, p. 169). However, in accordance
with the aforementioned characteristics of open-system modeling, the authors concluded “it is difficult to observe the
effects of management actions [to the lake] over the short term”, although they have modeled the load of P in Lake
Dianchi from the 1950s through to 2020 and shown the relationship between doing nothing and the projected beneficial
results expected from YEP.
As can be seen in Figure 10, reducing pollution loads and restoring the ecological health of the drainage basin are
related. These efforts have been summarized by Lu (1998), Li et al. (2010), Li et al. (2012), and Lu et al. (2013). For
example, Wu et al. (2012) found evidence of polybrominated diphenyl ethers (PBDEs) and their isomer
decabromodiphenylethane in Lake Dianchi sediments (the highest recorded level in 12 contaminated Chinese lakes).
PBDEs, for which there are 209 possible variation compounds, are fire retardants used in products like building
materials, furnishings and motor vehicles. While the precise sources, modes of transport and fate of PBDEs in Lake
Dianchi have not been identified, their presence is worrying given that PBDEs are intractable and do not readily
attenuate naturally, can bioaccumulate in blood, breast milk and fat tissues, have been found in foodstuffs like salmon
and beef and in sewage sludge and wastewater, and have hormone-disrupting effects in humans. Wan et al. (2011)
similarly found evidence of polychlorinated biphenyls (PCBs) in Lake Dianchi water (up to 72 ng/L) and sediment
surfaces (up to 2.4 ng/g), although not in lake sediments per se (the sources and fate of PCBs in Lake Dianchi are also
unknown); Duan et al. (1999) had earlier found evidence of genotoxicity from industrial effluent and farm runoff in
12 dry season and wet season soil samples around the edge of Lake Dianchi, although this may have disappeared due
to remedial actions taken during the “Zero O’clock Action”.
However, as noted above, by far the greatest need for pollution control in the lake has been for contaminants associated
with hypereutrophication, namely P and N. One of the challenges in Lake Dianchi is the phenomenon of so-called
lake “back flow”, which is due to the prevailing winds in the basin moving in the opposite direction to natural water
flow, making the removal of pollutants, such as algae, more difficult (Liu, 2015). Wang et al. (2009), studied the
historical presence of both P and N in Lake Dianchi sediments and found a distinct increase of both since the late
1970s, and An and Li (2002) investigated the relationship between lake water quality and sediments.
An and Li (2002), Gustavson et al. (2008), and Hu et al. (2010) have examined the effectiveness of dredging lake
sediments in order to remove P- and N-contamination from the lake bed. For example, Hu et al. (2010) analyzed water
quality, sediment and aquatic organisms before and after a dredging project. Results indicated that dredging efforts
removed more than 1,700 tonnes of P and 20,000 tonnes of N, thereby reducing total P from 8.1 mg/L to 0.7 mg/L
and total N from 8.9 mg/L to 1.0 mg/L in the water column. These nutrient decreases resulted in an increase in water
transparency of 0.37 m to 0.8 m, and these improved underwater light conditions provided the mechanism for an
aquatic ecosystem recovery trend.
Magistad (2011) has also reported on changes in local farming practices, such as one 100 acre hydroponic farm
growing 30 different types of vegetables with only sewage as a nutrient source but no contaminating outputs, and
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similar trends have been observed in revegetation efforts at abandoned phosphate mines. For example, Yang et al.
(2014) studied the environmental impacts of PO4 mining in Haikou, which caused desertification, loss of biodiversity,
and the potential for landslides and ground erosion. As a result of these efforts, Yang et al. report their “new mode of
mining reclamation” has economic, environmental and social value, including the prevention and control of landslides
using cut and fill technology, improved drainage, safety net protection, retaining wall construction, and vegetation
cover by recruiting native plant species.
However, despite these considerable efforts, further environmental remediation is required, and the various
interventions deployed so far have only partially resulted in the “clean up” of Lake Dianchi. For example, based a
survey of published research it is obvious that further work is required to understand the current conditions of, and a
modeled future for, groundwater in the Lake Dianchi drainage basin; although Huang et al. [2014] have begun this
process. There is no doubt, however, that a significant amount of valuable and socially responsible environmental
remediation on all types of systems within the drainage basin has already occurred, much of it conducted using
interdisciplinary methods. Nevertheless, Jin et al. (2006) have identified several “lessons learned” from remediation
efforts carried out between 1999 and 2005, including the lack of a harmonized sustainable development strategy,
insufficient awareness of the long-term and arduous nature of this “complicated task”, and insufficient awareness of
the ecological fragility of the drainage basin.
CONCLUSION From this brief overview of systems science and its relation to the principles of environmental remediation, it should
be clear that prior to any sustained environmental intervention or initiative there is a need to know what type of system
is being impacted, what the inputs, throughputs and outputs of that system are likely to be, what interactions between
system and subsystem and between system and surroundings might occur, and what other possible outcomes from the
intervention could eventuate (i.e., in addition to the intended ones). In this sense, systems science contributes not only
to a holistic view of the system but also helps identify the appropriate intervention strategy, necessary expertise needed
for the job, and types and scope of interdisciplinarity required to positively influence contaminants in or polluting
influences on the system in question. This merging and working together of technology, know-how and expertise are
the cornerstones of socially responsible environmental practice; such a conclusion has also been advanced by Jin et
al. (2006) and Ramaswami et al. (2012).
Moreover, in complex open systems an extensive and coordinated series of closed-system interventions may not be
sufficient when considering environmental factors related to semi-open and open-system intervention solutions.
Interdisciplinary methods utilizing programmatic designs and a “whole-of-system” approach, which consider
interactions between interventions and investigate how these interventions might affect technological as well as
ecological processes across the entire system, are required. Such approaches to remediation not only represent best
environmental practice but expand concern for the commercial, technical and academic aspects of remediation to
embrace solutions which directly affect (and hopefully enhance) the quality of lives and livelihoods of people living
in and around such dynamic environmental systems.
ACKNOWLEDGEMENT Virotec Pty Ltd, an environmental remediation company in Australia with which this author is affiliated, provided the
photographic examples used in this study.
REFERENCES [1] An, Q. and Li, F.R. Analysis of influence on water quality and sediment of the internal lake of Dianchi Lake
due to sediment digging. Yunnan Geographic Environment Research, 2002, 14, 65-69.
[2] Bevan, K. and Freer, J. Equifinality, data assimilation, and uncertainty estimation in mechanistic modelling
of complex environmental systems using the GLUE methodology. Journal of Hydrology, 2001, 249(1-4), 11-
29.
[3] Duan, C.Q., Hu, B., Jiang, Z.H., Wen, C.H., Wang, Z., and Wang, Y.X. Genotoxicity of water samples from
Dianchi lake detected by the Vicia faba micronucleus test. Mutation Research, 1999, 426(2), 121-125.
[4] Dyer, C. The growing organic food scene in Kunming. eChinacities.com, January 16, 2012.
[Fergusson, 4(5): May, 2015] ISSN: 2277-9655
(I2OR), Publication Impact Factor: 3.785
(ISRA), Journal Impact Factor: 2.114
http: // www.ijesrt.com © International Journal of Engineering Sciences & Research Technology
[15]
[5] Fitzpatrick, L. (Ed.). Defying extinction: Partnerships to safeguard global biodiversity. EIFE/iLCP Global
Environment Facility, Earth in Focus Editions, Arlington, VA, 2010.
[6] Gao, W., Howarth, R.W., Sawney, D.P., Hong, B., and Gao, H.C. Enhanced N input to Lake Dianchi basin
from 1980 to 2010: Drivers and consequences. Science of the Total Environment, 2015a, 505, 376-384.
[7] Gao, W., Sawney, D.P., Hong, B., Howarth, R.W., and Liu, Y. Evaluating anthropogenic N inputs to diverse
lake basins: A case study of three Chinese lakes. AMBIO: A Journal of the Human Environment, January
12, 2015b, DOI: 10.1007/s13280-015-0638-8.
[8] Gustavson, K.E., Burton, G.A., Francingues, J.N.R., Reible, D.D., Vorhees, D.J., and Wolfe, J.R. Evaluating
the effectiveness of contaminated-sediment dredging. Environmental Science and Technology, 2008, 42,
5042-5047.
[9] Jin, X. Analysis of eutrophication state and trend for lakes in China. Journal of Limnology, 2003, 62(2), 60-
66.
[10] Jin, X., Wang, L., and He, L. Lake Dianchi: Experience and lessons learned brief. In International Lake
Environment Committee (Ed.), Managing lakes and their basins for sustainable use: A report for lake basin
managers and their stakeholders [pp. 159-178], International Lake Environment Committee Foundation,
Kusatsu, Japan, 2006.
[11] He, L. and An, J. Case study on comprehensive control of water pollution in catchment of Lake Dianchi.
Yunnan Institute of Environmental Science, Kunming, China, 2001.
[12] Hu, X.Z., Jin, X.C., Liu, Q., and Li, F.R. Study on environmental benefits of environmental dredging the first
phase project in Lake Dianchi. Environmental Monitoring and Forewarning, 2010, 2, 46-49.
[13] Huang, Q-S., Li, Q-G., Lu W-Q., Yang, W-H., and Wang, S-L. Characteristics and potential sources of nitrate
pollution in groundwater and river water in the Dianchi Lake basin. Earth and Environment, 2014, 42(5),
589-596.
[14] Li, Y. Research and practice in phosphate beneficiation in Yunnan province. In P. Zhang, J. D. Miller, H.E.
El-Shall (Eds.), Beneficiation of phosphates: New thought, new technology, new development [pp. 217-224],
SME, 2012.
[15] Li, Y.X., Xu, X.M., He, J., Zheng, Y.X., Zhang, K.L., Chen, Y.B., and Li, Z.J. Point source pollution control
and problem in Lake Dianchi basin. Journal of Lake Sciences, 2010, 22, 633-639.
[16] Li, Z.J., Zheng, Y.X., Zhang, D.W., and Ni, J.B. Impacts of 20-year socio-economic development on aquatic
environment of Lake Dianchi basin. Journal of Lake Sciences, 2012, 24, 875-882.
[17] Liu, W., Wang, S., Zhang, L., and Ni, Z. Water pollution characteristics of Dianchi Lake and the course of
protection and pollution management. Environmental Earth Science, March 10, 2015, DOI 10.1007/s12665-
015-4152-x.
[18] Lu, S.Y., Jin, X.C., Liang, L.L., Xin, W.G., Zheng, M.Z., Xu, D., and Wu, F.C. Influence of inactivation
agents on phosphorus release from sediment. Environmental Earth Sciences, 2013, 68, 1143-1151.
[19] Lu, Y.T. The drainage of the polluted bed-mud in Dianchi Lake and the interest analysis of the project.
Yunnan Environmental Science, 1998, 17, 27-30.
[20] Magistad, M.K. China’s pollution-fighting farm. PRI’s The World, July 11, 2011.
[21] Medilanski, E., Chuan, L., Mosler, H-J., Schertenleib, R., and Larsen, T.A. Wastewater management in
Kunming, China: A stakeholder perspective on measures at the source. Environment and Urbanization,
International Institute for Environment and Development, 2006, 18(2), 353-368.
[22] Ning, W., Kuang, Y., and Zhang, Y. A study of the development of agricultural mechanization in Kunming.
Asian Agricultural Research, 2013, 5(2), 26-29.
[23] Ramaswami, A., Weible, C., Main, D., Heikkila, T., Siddiki, S., Duvall, A., Pattison, A., and Bernard, M. A
social-ecological-infrastructural systems framework for interdisciplinary study of sustainable city systems:
An integrative curriculum across seven major disciplines. Journal of Industrial Ecology, 2012, 16(6), 801-
813.
[Fergusson, 4(5): May, 2015] ISSN: 2277-9655
(I2OR), Publication Impact Factor: 3.785
(ISRA), Journal Impact Factor: 2.114
http: // www.ijesrt.com © International Journal of Engineering Sciences & Research Technology
[16]
[24] Wan, X., Pan, X., Wang, B., Zhao, S., Hu, P., Li, F., and Boulanger, B. Distributions, historical trends, and
source investigation of polychlorinated biphenyls in Dianchi Lake, China. Chemosphere, 2011, 85(3), 361-
367.
[25] Wang, F-S., Liu, C., Wu, M., Yu, Y., Wu, F., Lu, S., Wei, Z., and Xu, G. Stable isotopes in sedimentary
organic matter from Lake Dianchi and their indication of eutrophication history. Water, Air, and Soil
Pollution, 2009, 199(1-4), 159-170.
[26] White, I.D., Mottershead, D.N., Harrison, S.J. Environmental systems: An introductory text. Stanley Thornes
(Publishers) Ltd, Cheltenham, United Kingdom, 1999.
[27] Wu, L. and Feng, W. Temporal heterogeneity of plankton community in Lake Dianchi and its relation to
environmental factors. Journal of Freshwater Ecology, 2012, 27(2), 229-241.
[28] Wu, F., Gao, J., Chang, H., Liao, H., Zhao, X., Mai, B., and Zing, B. Polybrominated diphenyl ethers and
decabromodiphenylethane in sediments in twelve lakes in China. Environmental Pollution, 2012, 162, 262-
268.
[29] Xiao, W., Peng, Q., Liu, H.W., Wen, M.L., Cui, X.L., Yang, Y.L., Duan, D.C., Chen, W., Deng, L., Li, Q.Y.,
Chen, Y.G., Wang, Z.G., Ren, Z., and Liu, J.H. Prokaryotic microbial diversity of the ancient salt deposits
in the Kunming salt mine, P.R. China. Wei Sheng Wu Xue Bao, 2007, 47(2), 295-300.
[30] Xu, H., Xi, B., Wang, J., Zhai, L., and Wei, Z. Study on transfer and transformation of nitrogen and
phosphorus in agriculture ditch under rainfall runoff. The Journal of American Science, 2006, 2(3), 58-65.
[31] Yang, Y-Y., Wu, H-N., Shen, S-L., Horpibulsuk, S, Xu, Y., Fu, Z-G. Environmental impacts caused by
phosphate mining and ecological restoration: A case history in Kunming, China. Natural Hazards, 2014,
74(2), 755-770.
[32] Zhang, T., Zeng, W.H., Wang, S.R., and Ni, Z.K. Temporal and spatial changes of water quality and
management strategies of Dianchi Lake in southwest China. Hydrology and Earth Systems Science, 2014,
18, 1493-1502.